Personalized message added to a test score report¶
Element · All elements
Evidence · 3 claims (3 for) · 2 studies (2 causal),q1–q3· 0 of 2 report an effect size · 3 claims rest on one study
Description¶
A behavioral-science-informed intervention in which a personalized message about a student's potential to succeed in Advanced Placement coursework is added to a test score report. The brief describes it as "a personalized message added to a test score report" that increased student participation in AP, with recipients 49 percentage points more likely to participate among surveyed students.
Design Implications¶
Context¶
Requirements¶
- Personalization to the individual student's potential
- Combination with an effort to call attention to the message for effectiveness
Constraints¶
- Effectiveness observed among surveyed students in this study; the brief notes it might only work when attention is drawn to the messages
Target Learners¶
- high school students
Target Learning Goals¶
- encouraging participation in AP coursework and exams
Claims¶
- Students who received the personalized AP message were more likely to take an AP exam and passed a higher number of exams, making them eligible for college credit [+W]
- Students who received a personalized message about their potential to succeed in AP coursework were 49 percentage points more likely to participate in AP classes than peers who did not receive the message [+W]
- Small changes in the way information is presented can have a large impact on a person's decision to participate in a program [+W]
Related Elements¶
Examples¶
- Pair personalized messages with an effort to call attention to them
- Deliver salient, personalized ability signals to encourage educational investments
Key Sources¶
- Naihobe Gonzalez. (2017). Small Changes Make a Big Difference: How Behavioral Science Improved Participation in Advanced Placement (Issue Brief). Oakland, CA: Mathematica Policy Research. https://www.mathematica.org/publications/small-changes-make-a-big-difference-how-behavioral-science-improved-participation-in-advanced
Page metadata
| Field | Value |
|---|---|
type |
element |
id |
personalized-message-test-score-report |
title |
Personalized message added to a test score report |
description |
A behavioral-science-informed intervention in which a personalized message about a student's potential to succeed in Advanced Placement coursework is added to a test score report. |
status |
review |
generated |
by process:wiki-ingest on 2026-10-08 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — naihobe-gonzalez-2017 |
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